in-context-learning

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates. - Professor Yu Liu

chatbot prompt language-modeling cot pre-training ai-agent prompt-learning in-context-learning llm prompt-engineering chain-of-thought prompt-based-learning chatgpt chatgpt-api large-language-model

UpdatedNov 24, 2025
Jupyter Notebook

bytedance /UNO

Star1.3k

[ICCV 2025] 🔥🔥 UNO: A Universal Customization Method for Both Single and Multi-Subject Conditioning

flux image-generation text-to-image diffusion in-context-learning diffusion-transformer subject-driven-generation universal-image-generation

UpdatedSep 12, 2025
Python

quqxui /Awesome-LLM4IE-Papers

Star1k

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

information-extraction named-entity-recognition event-detection event-extraction data-augmentation relation-extraction zero-shot-learning few-shot-learning knowledge-graph-construction event-arguments cross-domain-learning in-context-learning large-language-models

UpdatedNov 18, 2024

jxzhangjhu /Awesome-LLM-Uncertainty-Reliability-Robustness

Star791

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

reliability calibration safety awesome-list uncertainty-quantification uncertainty-estimation robustness hallucination gpt-3 gpt-4 in-context-learning large-language-models prompt-engineering prompting llms chain-of-thought chatgpt

UpdatedMay 21, 2025

Shark-NLP /OpenICL

Star582

OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.

nlp language-model in-context-learning

UpdatedOct 3, 2023
Python

jeffhj /LM-reasoning

Star565

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

natural-language-processing language-modeling artificial-intelligence awesome-list human-intelligence language-models reasoning deductive-reasoning paper-list gpt-3 prompt-learning in-context-learning large-language-models llm prompt-engineering chain-of-thought chatgpt

UpdatedNov 13, 2023

RenzeLou /awesome-instruction-learning

Star504

Papers and Datasets on Instruction Tuning and Following. ✨✨✨

prompt survey awesome-list datasets instruction paper-list pretrained-language-model in-context-learning large-language-models instruction-tuning instruction-learning

UpdatedApr 4, 2024
Python

zjunlp /EasyInstruct

Star408

[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.

python api tool instructions prompt llama gpt reasoning multimodal pypy-library gpt-3 in-context-learning large-language-models prompting chain-of-thought chatgpt easyinstruct knowlm

UpdatedDec 23, 2024
Python

freshllms /freshqa

Star379

Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)

in-context-learning large-language-models few-shot-prompting retrieval-augmented-generation

UpdatedNov 24, 2025
Jupyter Notebook

SynaLinks /synalinks

Star378

🧠🔗 From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices

reinforcement-learning language-model reinforcement-learning-agent neuro-symbolic neuro-symbolic-ai test-time-adaptation in-context-learning llms test-time-training llmops in-context-reinforcement-learning context-engineering

UpdatedNov 28, 2025
Python

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in-context-learning

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BradyFU /Awesome-Multimodal-Large-Language-Models

RUCAIBox /LLMSurvey

mlfoundations /open_flamingo

atfortes /Awesome-LLM-Reasoning

DSXiangLi /DecryptPrompt

zjunlp /LLMAgentPapers

baaivision /Painter

lifeiteng /vall-e

Timothyxxx /Chain-of-ThoughtsPapers

baaivision /Emu

EgoAlpha /prompt-in-context-learning